Skill of Skills
Quality-ranked, cross-platform directory of AI coding skills, plugins and MCP servers.
Sollte ich dies verwenden
Qualität und Sicherheit
A
Basierend auf einer automatisierten Analyse der Tool-Definitionen und der Einhaltung des Protokolls.
Kontextkosten
~3,257Tokens (Tool-Definitionen)
~5.6 KBTypische Antwortgröße
Erhebliche Auswirkung auf die Aufmerksamkeit (2.54% von 128k Kontext)
Dies ist die ungefähre Anzahl der Tokens, die jedes Mal verbraucht werden, wenn die Tools des Servers in den Kontext eines Modells geladen werden. Höhere Werte verringern die Aufmerksamkeit, die für andere Aufgaben verfügbar ist.
Installieren
Installation mit einem Klick
Fügen Sie dies Ihrer Datei `claude_desktop_config.json` hinzu:
{
"mcpServers": {
"directory": {
"url": "https://skills.911fund.io/api/mcp"
}
}
}Remote-Endpunkte
https://skills.911fund.io/api/mcpstreamable-httpWas es kann
Tool-Inventar
Tools (6)
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🟢search_skills(query, platform, limit, min_tier, risk_filter, ...)
Full-text search over the Skill of Skills directory (AI coding skills, plugins, MCP servers across Claude Code, Cursor, Codex, Windsurf, Cline). Results are ranked by the quality-first composite score, not popularity; when no tool matches every term, the closest partial matches are returned instead (match_mode: "any"), most relevant first. Critical-risk tools are excluded by default (risk_filter); every result carries risk_level and risk_reasons. Scores are evidence, not endorsements.
Eingabe-Schema
{
"type": "object",
"properties": {
"query": {
"type": "string",
"minLength": 2,
"maxLength": 200,
"description": "What capability you need, e.g. \"postgres migrations\""
},
"platform": {
"description": "Restrict to one client platform",
"type": "string",
"enum": [
"claude_code",
"cursor",
"codex",
"ai_studio",
"windsurf",
"cline",
"generic",
"multi_platform"
]
},
"limit": {
"default": 10,
"type": "integer",
"minimum": 1,
"maximum": 20
},
"min_tier": {
"default": "experimental",
"description": "Quality floor: curated ≥120, promising ≥80, experimental ≥40",
"type": "string",
"enum": [
"curated",
"promising",
"experimental"
]
},
"risk_filter": {
"default": "exclude_critical",
"description": "Risk gate: exclude_critical omits critical risk (default); exclude_high omits high and critical risk; none omits no risk levels",
"type": "string",
"enum": [
"exclude_critical",
"exclude_high",
"none"
]
},
"include_high_risk": {
"description": "Deprecated alias for risk_filter=none",
"type": "boolean"
}
},
"required": [
"query"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"query": {
"type": "string"
},
"count": {
"type": "number"
},
"match_mode": {
"type": "string",
"enum": [
"all",
"any"
]
},
"results": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"slug": {
"type": "string"
},
"tier": {
"type": "string",
"enum": [
"curated",
"promising",
"experimental",
"review_required"
]
},
"quality_score": {
"type": "number"
},
"composite_score": {
"type": "number"
},
"risk_level": {
"type": "string"
},
"risk_reasons": {
"type": "array",
"items": {
"type": "string"
}
},
"type": {
"type": "string"
},
"category": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"platforms": {
"type": "array",
"items": {
"type": "string"
}
},
"description": {
"type": "string"
},
"repo_url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"profile_url": {
"type": "string"
},
"stars": {
"type": "number"
},
"is_official": {
"type": "boolean"
},
"last_commit_at": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
}
},
"required": [
"name",
"slug",
"tier",
"quality_score",
"composite_score",
"risk_level",
"risk_reasons",
"type",
"category",
"platforms",
"description",
"repo_url",
"profile_url",
"stars",
"is_official",
"last_commit_at"
],
"additionalProperties": false
}
}
},
"required": [
"query",
"count",
"match_mode",
"results"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢get_skill(slug)
Full quality profile for one tool by slug (slugs come from search_skills / get_collection): score breakdown, structural signals, risk level and reasons, platforms, repo link. Direct lookups return any active tool regardless of risk — the risk assessment is part of the answer, not a filter here.
Eingabe-Schema
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"minLength": 1,
"maxLength": 120,
"pattern": "^[a-z0-9-]+$"
}
},
"required": [
"slug"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"name": {
"type": "string"
},
"slug": {
"type": "string"
},
"tier": {
"type": "string",
"enum": [
"curated",
"promising",
"experimental",
"review_required"
]
},
"quality_score": {
"type": "number"
},
"composite_score": {
"type": "number"
},
"risk_level": {
"type": "string"
},
"risk_reasons": {
"type": "array",
"items": {
"type": "string"
}
},
"type": {
"type": "string"
},
"category": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"platforms": {
"type": "array",
"items": {
"type": "string"
}
},
"description": {
"type": "string"
},
"repo_url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"profile_url": {
"type": "string"
},
"stars": {
"type": "number"
},
"is_official": {
"type": "boolean"
},
"last_commit_at": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"license": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"forks": {
"type": "number"
},
"scores": {
"type": "object",
"properties": {
"quality": {
"type": "number"
},
"composite": {
"type": "number"
},
"github": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"social": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"recency": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"trending": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"star_velocity_30d": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
}
},
"required": [
"quality",
"composite",
"github",
"social",
"recency",
"trending",
"star_velocity_30d"
],
"additionalProperties": false
},
"structural_signals": {
"type": "object",
"properties": {
"skill_md": {
"type": "boolean"
},
"examples": {
"type": "boolean"
},
"gotchas": {
"type": "boolean"
},
"verification": {
"type": "boolean"
},
"scripts": {
"type": "boolean"
},
"progressive_disclosure": {
"type": "boolean"
},
"config_files": {
"type": "boolean"
}
},
"required": [
"skill_md",
"examples",
"gotchas",
"verification",
"scripts",
"progressive_disclosure",
"config_files"
],
"additionalProperties": false
},
"readme_length": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"release_count": {
"type": "number"
},
"latest_release_at": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"discovered_at": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"updated_at": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
}
},
"required": [
"name",
"slug",
"tier",
"quality_score",
"composite_score",
"risk_level",
"risk_reasons",
"type",
"category",
"platforms",
"description",
"repo_url",
"profile_url",
"stars",
"is_official",
"last_commit_at",
"license",
"forks",
"scores",
"structural_signals",
"readme_length",
"release_count",
"latest_release_at",
"discovered_at",
"updated_at"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢compare_tools(slugs)
Side-by-side quality profiles for 2–5 tools by slug. Same fields as get_skill; ordering follows the request, not rank.
Eingabe-Schema
{
"type": "object",
"properties": {
"slugs": {
"minItems": 2,
"maxItems": 5,
"type": "array",
"items": {
"type": "string",
"minLength": 1,
"maxLength": 120,
"pattern": "^[a-z0-9-]+$"
}
}
},
"required": [
"slugs"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"compared": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"slug": {
"type": "string"
},
"tier": {
"type": "string",
"enum": [
"curated",
"promising",
"experimental",
"review_required"
]
},
"quality_score": {
"type": "number"
},
"composite_score": {
"type": "number"
},
"risk_level": {
"type": "string"
},
"risk_reasons": {
"type": "array",
"items": {
"type": "string"
}
},
"type": {
"type": "string"
},
"category": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"platforms": {
"type": "array",
"items": {
"type": "string"
}
},
"description": {
"type": "string"
},
"repo_url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"profile_url": {
"type": "string"
},
"stars": {
"type": "number"
},
"is_official": {
"type": "boolean"
},
"last_commit_at": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"license": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"forks": {
"type": "number"
},
"scores": {
"type": "object",
"properties": {
"quality": {
"type": "number"
},
"composite": {
"type": "number"
},
"github": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"social": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"recency": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"trending": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"star_velocity_30d": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
}
},
"required": [
"quality",
"composite",
"github",
"social",
"recency",
"trending",
"star_velocity_30d"
],
"additionalProperties": false
},
"structural_signals": {
"type": "object",
"properties": {
"skill_md": {
"type": "boolean"
},
"examples": {
"type": "boolean"
},
"gotchas": {
"type": "boolean"
},
"verification": {
"type": "boolean"
},
"scripts": {
"type": "boolean"
},
"progressive_disclosure": {
"type": "boolean"
},
"config_files": {
"type": "boolean"
}
},
"required": [
"skill_md",
"examples",
"gotchas",
"verification",
"scripts",
"progressive_disclosure",
"config_files"
],
"additionalProperties": false
},
"readme_length": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"release_count": {
"type": "number"
},
"latest_release_at": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"discovered_at": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"updated_at": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
}
},
"required": [
"name",
"slug",
"tier",
"quality_score",
"composite_score",
"risk_level",
"risk_reasons",
"type",
"category",
"platforms",
"description",
"repo_url",
"profile_url",
"stars",
"is_official",
"last_commit_at",
"license",
"forks",
"scores",
"structural_signals",
"readme_length",
"release_count",
"latest_release_at",
"discovered_at",
"updated_at"
],
"additionalProperties": false
}
},
"not_found": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"compared"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢list_collections
The curated buyer-intent collections (e.g. mcp-servers, testing-qa, browser-automation). Use get_collection for the ranked tools inside one.
Eingabe-Schema
{
"type": "object",
"properties": {},
"$schema": "https://json-schema.org/draft/2020-12/schema"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"collections": {
"type": "array",
"items": {
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"title": {
"type": "string"
},
"tagline": {
"type": "string"
},
"url": {
"type": "string"
}
},
"required": [
"slug",
"title",
"tagline",
"url"
],
"additionalProperties": false
}
}
},
"required": [
"collections"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢get_collection(slug, limit, risk_filter, include_high_risk)
Quality-ranked tools inside one curated collection. Critical-risk tools are excluded by default (risk_filter); every result carries risk_level and risk_reasons.
Eingabe-Schema
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"enum": [
"mcp-servers",
"database-migrations",
"cicd-devops",
"testing-qa",
"browser-automation",
"security-audit",
"frontend-react",
"code-review",
"data-analytics"
]
},
"limit": {
"default": 10,
"type": "integer",
"minimum": 1,
"maximum": 25
},
"risk_filter": {
"default": "exclude_critical",
"description": "Risk gate: exclude_critical omits critical risk (default); exclude_high omits high and critical risk; none omits no risk levels",
"type": "string",
"enum": [
"exclude_critical",
"exclude_high",
"none"
]
},
"include_high_risk": {
"description": "Deprecated alias for risk_filter=none",
"type": "boolean"
}
},
"required": [
"slug"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"collection": {
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"title": {
"type": "string"
},
"tagline": {
"type": "string"
}
},
"required": [
"slug",
"title",
"tagline"
],
"additionalProperties": false
},
"total_in_collection": {
"type": "number"
},
"count": {
"type": "number"
},
"results": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"slug": {
"type": "string"
},
"tier": {
"type": "string",
"enum": [
"curated",
"promising",
"experimental",
"review_required"
]
},
"quality_score": {
"type": "number"
},
"composite_score": {
"type": "number"
},
"risk_level": {
"type": "string"
},
"risk_reasons": {
"type": "array",
"items": {
"type": "string"
}
},
"type": {
"type": "string"
},
"category": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"platforms": {
"type": "array",
"items": {
"type": "string"
}
},
"description": {
"type": "string"
},
"repo_url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"profile_url": {
"type": "string"
},
"stars": {
"type": "number"
},
"is_official": {
"type": "boolean"
},
"last_commit_at": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
}
},
"required": [
"name",
"slug",
"tier",
"quality_score",
"composite_score",
"risk_level",
"risk_reasons",
"type",
"category",
"platforms",
"description",
"repo_url",
"profile_url",
"stars",
"is_official",
"last_commit_at"
],
"additionalProperties": false
}
}
},
"required": [
"collection",
"total_in_collection",
"count",
"results"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢demand_pulse
Public, k-anonymous demand signal from the directory: trending searches, most-saved and most-installed tools. Aggregates only — sourced from ≥5 distinct anonymous sessions per entry.
Eingabe-Schema
{
"type": "object",
"properties": {},
"$schema": "https://json-schema.org/draft/2020-12/schema"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"total_interactions": {
"type": "number"
},
"trending_searches": {
"type": "array",
"items": {
"type": "object",
"properties": {
"query": {
"type": "string"
},
"sessions": {
"type": "number"
}
},
"required": [
"query",
"sessions"
],
"additionalProperties": false
}
},
"most_saved": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"slug": {
"type": "string"
},
"category": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"sessions": {
"type": "number"
}
},
"required": [
"name",
"slug",
"category",
"sessions"
],
"additionalProperties": false
}
},
"most_installed": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"slug": {
"type": "string"
},
"category": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"sessions": {
"type": "number"
}
},
"required": [
"name",
"slug",
"category",
"sessions"
],
"additionalProperties": false
}
}
},
"required": [
"total_interactions",
"trending_searches",
"most_saved",
"most_installed"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}Community
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